Visa used Mythos to hunt for bugs in its own payment network, then open-sourced the harness that made it possible
Visa aimed Anthropic’s Claude Mythos at the infrastructure behind billions of daily transactions, a network that spans more than 200 countries and territories, moves money in roughly 160 currencies, and connects nearly 5 billion payment credentials to more than 175 million merchant locations. The model stitched minor weaknesses deep in the stack into working exploit […]
Instacart’s CTO says AI made the company stop worrying about tech debt
Instacart is posing the provocative question: What if most of the work your engineers do today should, in fact, be done by machines? At VB Transform 2026, CTO Anirban Kundu argued that dev teams continue to waste their time on draining, repetitive, high-volume work; this should be absorbed by AI agents so that humans can […]
Snowflake launches Cortex AI Gateway to control AI agents and prevent runaway enterprise costs
Snowflake announced Cortex AI Gateway on Tuesday, a centralized control layer designed to govern how AI agents — including those built by competitors like Anthropic’s Claude Code and Cursor — access enterprise data, tools, and models. Alongside the gateway, the company unveiled a first wave of security integrations with 1Password, Aembit, Linx Security, SailPoint, and […]
MCP just got its biggest update ever — here’s what changes for AI agents
The Model Context Protocol, the open standard that has quietly become the connective tissue between AI agents and the world’s software, is getting its largest update since Anthropic released it twenty months ago — a sweeping architectural revision that its maintainers and backers say finally makes agentic AI ready for massive enterprise production deployments. The […]
Fiduciary AI: Agents need to prove trustworthiness, not just ability
Presented by Vijil In dynamic environments where users, data, workflows and attack techniques change continuously after deployment, AI agent trust has become a runtime problem. Most organizations still treat trust as a pre-deployment exercise, declaring an agent production-ready and launching it after it passes sandbox evaluations and performs successfully in security tests. Unfortunately, that trustworthiness […]
Kimi K3’s full weights are here, but they’re ‘open’ with a caveat: What enterprises should know
Chinese AI startup Moonshot AI, creators of the increasingly famous “Kimi K” family of powerful, open AI models, today released the full weights for its largest and most performant version yet — Kimi K3. But enterprises evaluating the model should read the attached custom Kimi K3 usage license as carefully as the benchmark charts. VentureBeat […]
Microsoft launches AI cybersecurity model, agentic defense platform to cut enterprise security costs
Microsoft opened a new front in the AI security wars on Monday, unveiling its first custom-built cybersecurity model and a sweeping agentic defense platform — and making an argument that could reshape how enterprises buy AI: the future belongs not to the biggest model, but to the cheapest one that’s good enough, routed intelligently. The […]
Uh-oh: Some Claude shared conversations and Artifacts appear to be indexed and publicly accessible on Google Search
Over the weekend, Reddit user -void1 posted an alarming discovery on the r/ClaudeAI subreddit: some conversations that users of Anthropic’s Claude AI chatbot had made “shareable” via a link were being indexed by Google Search, and could be clicked on and accessed by seemingly anyone. The conversation took off on the social networks X and […]
Why SAP says enterprise AI agents need knowledge graphs and governance
Presented by SAP At VB Transform 2026, Max McPhee, senior solution advisor at SAP, spoke with Rob Stretchay, lead analyst at VentureBeat Research, about what it takes for enterprises to move beyond chatbots to autonomous AI agents that can execute real business processes. He argued that the difference comes down to grounding those agents in […]
VentureBeat Research: Where enterprise AI agent governance hasn’t caught up
Enterprises deployed AI agents ahead of the controls needed to manage them — and they did it knowingly. That is the central finding across the five parallel surveys VentureBeat Research fielded in June, spanning every layer of the agentic stack. Now those enterprises are retrofitting to catch up with their own standards, and they are […]